If the income was reported in Box 3 of the 1099-MISC, then it is classified as other income. It is added to your other income and taxed at whatever your marginal tax rate is.
If the income was reported in Box 7 of the 1099-MISD, then it is classified as self-employment income. It is added to your other income and taxed at whatever your marginal tax rate is, and, in addition you have to pay 15.3% self-employment tax on it.